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--- |
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license: mit |
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tags: |
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- thispersondoesnotexist |
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- stylegan |
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- stylegan2 |
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- mesh |
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- model |
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- 3d |
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- asset |
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- generative |
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pretty_name: HeadsNet |
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size_categories: |
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- 1K<n<10K |
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--- |
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# HeadsNet |
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This dataset uses the [thispersondoesnotexist_to_triposr_6748_3D_Heads ](https://huggingface.co/datasets/tfnn/thispersondoesnotexist_to_triposr_6748_3D_Heads) dataset as a foundation. |
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First normals are added to the ply files for each vertex, the easiest method to achieve this was with a simple [Blender](https://www.blender.org/) script: |
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``` |
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import bpy |
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import glob |
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import pathlib |
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if not isdir(outputDir): mkdir(outputDir) |
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importDir = "ply/" |
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outputDir = "ply_norm/" |
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if not isdir(outputDir): mkdir(outputDir) |
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for file in glob.glob(importDir + "*.ply"): |
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model_name = pathlib.Path(file).stem |
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if pathlib.Path(outputDir+model_name+'.ply').is_file() == True: continue |
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bpy.ops.wm.ply_import(filepath=file) |
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bpy.ops.wm.ply_export( |
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filepath=outputDir+model_name+'.ply', |
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filter_glob='*.ply', |
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check_existing=False, |
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ascii_format=False, |
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export_selected_objects=False, |
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apply_modifiers=True, |
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export_triangulated_mesh=True, |
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export_normals=True, |
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export_uv=False, |
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export_colors='SRGB', |
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global_scale=1.0, |
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forward_axis='Y', |
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up_axis='Z' |
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) |
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bpy.ops.object.select_all(action='SELECT') |
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bpy.ops.object.delete(use_global=False) |
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bpy.ops.outliner.orphans_purge() |
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bpy.ops.outliner.orphans_purge() |
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bpy.ops.outliner.orphans_purge() |
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``` |
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Importing the PLY without normals causes Blender to automatically generate them. |
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